Quantum Annealing and Optimization II

Presentations

• A General Method for Solving Systems of Nonlinear Differential Equations on a Quantum Annealer with Application to Molecular Dynamics

  ORAL

  March 15, 2022, 11:30 AM – March 15, 2022, 11:42 AM

  Publication: A manuscript titled "Molecular Dynamics on Quantum Annealers" has been submitted to Science Advances
  Preprint of this manuscript has been submitted to arXiv.

  Presenters

  • Igor Gayday

    • Marquette University

  Authors

  • Igor Gayday

    • Marquette University

  • Dmitri Babikov

    • Marquette University

  • Alexander Teplukhin

    • Stony Brook University

  • Brian K Kendrick

    • Los Alamos Natl Lab
    • Los Alamos National Laboratory

  • Susan Mniszewski

    • Los Alamos National Laboratory

  • Yu Zhang

    • Los Alamos National Lab
    • Los Alamos National Laboratory

  • Sergei Tretiak

    • Los Alamos Natl Lab
    • Los Alamos National Laboratory

  • Pavel A Dub

    • Los Alamos Natl Lab
    • Los Alamos National Laboratory

  View abstract →

• Error Mitigation for Quantum Optimization Circuits by Leveraging Problem Symmetries

  ORAL

  March 15, 2022, 11:42 AM – March 15, 2022, 11:54 AM

  Publication: https://arxiv.org/abs/2106.04410
  https://arxiv.org/abs/2111.xxxx

  Presenters

  • Ashish KAKKAR

    • University of Kentucky

  Authors

  • Ashish KAKKAR

    • University of Kentucky

  • Alexey Galda

    • Menten AI
    • University of Chicago
    • Menten AI, Inc.

  • Jeffrey Larson

    • Argonne National Laboratory

  • Ruslan Shaydulin

    • Argonne National Laboratory

  View abstract →

• Quantum Annealing for the Fermi-Hubbard Model

  ORAL

  March 15, 2022, 11:54 AM – March 15, 2022, 12:06 PM

  Presenters

  • Ryan Levy

    • UIUC, QuAIL, USRA, NASA
    • University of Illinois at Urbana-Champai

  Authors

  • Ryan Levy

    • UIUC, QuAIL, USRA, NASA
    • University of Illinois at Urbana-Champai

  • Zoe Gonzalez Izquierdo

    • QuAIL, USRA, NASA

  • Zhihui Wang

    • USRA; Quantum Artificial Intelligence Laboratory (QuAIL), NASA Ames Research Center
    • QuAIL, USRA, NASA

  • Eleanor G Rieffel

    • NASA Ames Research Center
    • Quantum Artificial Intelligence Laboratory (QuAIL), NASA Ames Research Center
    • QuAIL, NASA

  • Filip A Wudarski

    • NASA Ames Research Center
    • QuAIL, USRA, NASA

  View abstract →

• Topological defects in a quantum annealer: Kibble-Zurek mechanism and beyond

  ORAL · Invited

  March 15, 2022, 12:06 PM – March 15, 2022, 12:42 PM

  Presenters

  • Adolfo Del Campo

    • Donostia International Physics Center

  Authors

  • Adolfo Del Campo

    • Donostia International Physics Center

  View abstract →

• Implementation of a Multiple Target Tracking Filter on an Adiabatic Quantum Annealer

  ORAL

  March 15, 2022, 12:42 PM – March 15, 2022, 12:54 PM

  Publication: https://arxiv.org/abs/2110.08346

  Presenters

  • Tim M McCormick

    • Metron, Inc

  Authors

  • Tim M McCormick

    • Metron, Inc

  • Bryan R osborn

    • Metron, Inc

  • Ian Herbert

    • Metron, Inc

  • R. B Angle

    • Metron, Inc

  • Roy L Streit

    • Metron, Inc

  View abstract →

• Fast, Scalable Calibration of a Quantum Annealer

  ORAL

  March 15, 2022, 12:54 PM – March 15, 2022, 1:06 PM

  Presenters

  • James I Basham

    • MIT Lincoln Laboratory
    • MIT Lincoln Lab

  Authors

  • James I Basham

    • MIT Lincoln Laboratory
    • MIT Lincoln Lab

  • Steven M Disseler

    • MIT Lincoln Lab

  • Cyrus F Hirjibehedin

    • MIT Lincoln Lab

  • Bryce Fisher

    • MIT Lincoln Lab

  • Vladimir Bolkhovsky

    • MIT Lincoln Lab

  • John Cummings

    • MIT Lincoln Lab

  • Rabindra Das

    • Massachusetts Institute of Technology MIT
    • MIT Lincoln Lab

  • David K Kim

    • MIT Lincoln Lab
    • MIT Lincoln Laboratory

  • Jeffrey M Knecht

    • MIT Lincoln Lab

  • Justin L Mallek

    • MIT Lincoln Lab

  • Bethany M Niedzielski

    • MIT Lincoln Lab
    • MIT Lincoln Laboratory

  • Ravi Rastogi

    • MIT Lincoln Lab

  • Danna Rosenburg

    • MIT Lincoln Lab

  • Kyle Serniak

    • MIT Lincoln Lab
    • MIT Lincoln Laboratory

  • Donna-Ruth W Yost

    • MIT Lincoln Lab

  • Scott Zarr

    • MIT Lincoln Lab

  • Jeffrey A Grover

    • Massachusetts Institute of Technology MI
    • Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science
    • Massachusetts Institute of Technology MIT
    • Northrop Grumman - Mission Systems
    • Massachusetts Institute of Technology

  • Joseph Gibson

    • Dartmouth College

  • Kenneth Zick

    • Northrop Grumman Corporation

  • Sergey Novikov

    • Northrop Grumman Corporation

  • Steven J Weber

    • MIT Lincoln Lab

  • William D Oliver

    • Massachusetts Institute of Technology MIT
    • Massachusetts Institute of Technology Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology Research Laboratory of Electronics
    • MIT Lincoln Laboratory and Department of Electrical Engineering & Computer Science and Department of Physics, Massachusetts Institute of Technology

  • Jonilyn L Yoder

    • MIT Lincoln Lab
    • MIT Lincoln Laboratory

  View abstract →

• Design toolkit for quantum discrete optimization

  ORAL

  March 15, 2022, 1:06 PM – March 15, 2022, 1:18 PM

  Presenters

  • Nicolas P Sawaya

    • Intel Corp - Santa Clara
    • Intel Corporation, Santa Clara

  Authors

  • Nicolas P Sawaya

    • Intel Corp - Santa Clara
    • Intel Corporation, Santa Clara

  • Stuart Hadfield

    • NASA Ames Research Center
    • NASA Quantum Artificial Intelligence Lab (QuAIL), USRA Research Institute for Advanced Computer Science (RIACS)

  View abstract →

• A bridge between quantum and classical difficulty in portfolio optimization using the Quantum Approximate Optimization Algorithm

  ORAL

  March 15, 2022, 1:18 PM – March 15, 2022, 1:30 PM

  Publication: Radha, S. K. (2021). Quantum constraint learning for quantum approximate optimization algorithm. arXiv preprint arXiv:2105.06770.
  
  [planned] Baker, J. S, Radha, S. K, Cunningham, W (2021) A bridge between quantum and classical difficulty in portfolio optimization using the Quantum Approximate Optimization Algorithm
  
  [planned] Baker, J. S, Radha, S. K, Cunningham, W (2021) Benchmarking Markowitz portfolio optimization on trapped ion quantum computers

  Presenters

  • Jack S Baker

    • Agnostiq
    • University College London

  Authors

  • Jack S Baker

    • Agnostiq
    • University College London

  • Santosh Radha

    • Agnostiq Inc
    • Case Western Reserve University

  • William Cunningham

    • Agnostiq

  View abstract →

• QFold: Quantum Walks and Deep Learning to Solve Protein Folding

  ORAL

  March 15, 2022, 1:30 PM – March 15, 2022, 1:42 PM

  Publication: https://arxiv.org/pdf/2101.10279.pdf

  Presenters

  • Roberto Campos

    • Universidad Complutense de Madrid

  Authors

  • Roberto Campos

    • Universidad Complutense de Madrid

  • Pablo Antonio M Casares

    • Universidad Complutense de Madrid

  • Miguel Angel Martin-Delgado

    • Universidad Complutense de Madrid

  View abstract →

• Quantum annealing applied to ionic diffusion in solids

  ORAL

  March 15, 2022, 1:42 PM – March 15, 2022, 1:54 PM

  Publication: K. Utimula, T. Ichibha, G. Prayogo, K. Hongo, K. Nakano and R. Maezono, Sci. Rep. 11, 7261 (2021).
  https://doi.org/10.1038/s41598-021-86274-3

  Presenters

  • Ryo Maezono

    • School of Information Science, JAIST
    • School of Information Science, JAIST, Nomi, Ishikawa, Japan
    • School of Information Science, JAIST, Nomi, Ishikawa, Japan.

  Authors

  • Ryo Maezono

    • School of Information Science, JAIST
    • School of Information Science, JAIST, Nomi, Ishikawa, Japan
    • School of Information Science, JAIST, Nomi, Ishikawa, Japan.

  • Keishu Utimula

    • School of Materials Science, JAIST

  • Tom Ichibha

    • Oak Ridge National Lab
    • School of Information Science, JAIST

  • Genki I Prayogo

    • School of Information Science, JAIST, Nomi, Ishikawa, Japan
    • School of Information Science, JAIST

  • Kousuke Nakano

    • 1. International School for Advanced Studies 2. School of Information Science, JAIST
    • School of Information Science, JAIST
    • School of Information Science, JAIST, Nomi, Ishikawa, Japan.
    • Condensed matter theory, SISSA

  • Kenta Hongo

    • Research Center for Advanced Computing Infrastructure, JAIST
    • Research Center for Advanced Computing Infrastructure, JAIST, Nomi, Ishikawa, Japan
    • Research Center for Advanced Computing Infrastructure, JAIST, Nomi, Ishikawa, Japan.

  View abstract →

• quadratic unconstrained binary optimization of the fuel loading pattern in nuclear reactors

  ORAL

  March 15, 2022, 1:54 PM – March 15, 2022, 2:06 PM

  Publication: Quadratic unconstrained binary optimization of the fuel loading pattern in nuclear
  reactors : submitted to Annals of Nuclear Energy

  Presenters

  • ahmed s marzouki

    • Fac des Sci de Tunis

  Authors

  • ahmed s marzouki

    • Fac des Sci de Tunis

  View abstract →

• Financial risk analysis using Quantum Computing

  ORAL

  March 15, 2022, 2:06 PM – March 15, 2022, 2:18 PM

  Presenters

  • Pallasena Viswanathan Sriluckshmy

    • IQM Germany

  Authors

  • Pallasena Viswanathan Sriluckshmy

    • IQM Germany

  • Mario Ponce

    • IQM Germany GmbH
    • IQM Germany

  • Vicente Pina Canelles

    • IQM Germany GmbH
    • IQM Finland Oy

  • Hermanni Heimonen

    • IQM Finland Oy

  • Adrian Auer

    • IQM Germany GmbH
    • IQM Germany

  • Bruno Taketani

    • IQM Germany

  • Ines de Vega

    • IQM

  • Martin Leib

    • IQM Germany GmbH
    • IQM Germany

  View abstract →

• Reinforcement Learning strategies for Quantum Optimization Algorithms

  ORAL

  March 15, 2022, 2:18 PM – March 15, 2022, 2:30 PM

  Publication: https://arxiv.org/abs/1911.09682

  Presenters

  • Jordi Riu Vicente

    • Qilimanjaro Quantum Tech

  Authors

  • Jordi Riu Vicente

    • Qilimanjaro Quantum Tech

  • Artur Garcia-Saez

    • Qilimanjaro Quantum Tech, Barcelona Supercomputing Center
    • Qilimanjaro Quantum Tech
    • BSC, Qilimanjaro Quantum Tech

  View abstract →